Expression data from Trp53- or Atm-deficient Eµ-TCL1 murine CLL cells
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ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE98904 | GEO | 2017/05/16
SECONDARY ACCESSION(S): PRJNA386867
REPOSITORIES: GEO
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Project description:Aberrant CXCR4 activity has been implicated in lymphoma pathogenesis, disease progression and resistance to therapies. Using a mouse model with a gain-of-function CXCR4 mutation (CXCR4C1013G) that hyperactivates CXCR4 signaling, we identified CXCR4 as a crucial activator of multiple key oncogenic pathways. CXCR4 hyperactivation furthermore resulted in an expansion of transitional B1 lymphocytes, which represent the precursors of chronic lymphocytic leukemia (CLL). Indeed, CXCR4 hyperactivation led to a significant acceleration of disease onset and a more aggressive phenotype in the murine Eµ-TCL1 CLL model. Hyperactivated CXCR4 signaling cooperated with TCL1 to cause a distinct oncogenic transcriptional program in B cells, characterized by PLK1/FOXM1-associated pathways. In accordance, Eµ-TCL1;CXCR4C1013G B cells enriched a transcriptional signature from patients with Richter’s syndrome, an aggressive transformation of CLL. In summary, we here identify CXCR4 hyperactivation as a co-driver of an aggressive lymphoma phenotype. Here we make available the transcriptomic data of CD19+ B cells from bone marrow and spleen of 6-week-old WT, CXCR4C1013G, Eµ-TCL1 and Eµ-TCL1;CXCR4C1013G mice.
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Project description:Purpose: Karyotype screening in patients with chronic lymphocytic leukemia (CLL) has identified a rare chromosome translocation, t(X;14)(q28;q32), placing the mature T cell proliferation 1 (MTCP1) gene under transcriptional control of the immunoglobulin (IGH) locus. To establish the role of MTCP1 as a driving gene in CLL, we generated a novel mouse model (Eµ-MTCP1) which recapitulates overexpression of MTCP1 in murine immature and mature B cells. Eµ-MTCP1 mice developed a CLL-like disease found in the blood, spleen, lymph nodes, and other tissues. As the MTCP1 protein shares significant homology with the TCL1A oncoprotein, and the Eµ-TCL1 mouse model is widely used as an preclinical tool in CLL due to the development of a CLL-like disease in the blood, spleen, and other tissues, we aimed to evaluate the transcriptome between the CLL-like disease of Eµ-MTCP1 and Eµ-TCL1 mice. Methods: Transgenic Eµ-MTCP1 mice were generated on a C57BL/6NTac background at The Ohio State University Comprehensive Cancer Center’s Transgenic Mouse Facility via pronuclear injection of linear constructs derived from a plasmid vector encoding murine VH promoter-IgH-Eμ enhancer elements followed by human cDNA encoding the p13 kDa MTCP1 protein. Eµ-MTCP1 and Eµ-TCL1 mice were aged and monitored for development of CLL-like disease my monthly flow cytometry assessment of the blood. Upon reaching significant accumulation in the blood (>60%), mice were randomly chosen for euthanization and cell populations were isolated from the spleen according to previously described protocols. From this suspension, B cells were isolated using EasySepTM mouse pan B cell isolation kit (STEMCELL Technologies; Cat #19844). Cell pellets were captured and washed in PBS on ice prior to resuspension in TRIzol reagent and stored at -80°. Total RNA was isolated from TRIzol suspensions using a chloroform/ethanol extraction method and quantified via Qubit RNA HS Assay kit (Invitrogen). The Clontech SMARTer v4 kit (Takara Bio USA, Inc.) was used for global preamplification. Illumina sequencing libraries were derived from the resultant cDNA using the Illumina Nextera XT DNA Library Prep Kit following manufacturer’s instructions. RNA-sequencing libraries were prepared with the Illumina Tru-Seq stranded kit and sequenced on a Hiseq 4000 targeting 40x10E6 fragments per sample. Transcript-level abundances were estimated using Salmon with the genocode mouse release 23, imported using tximport, with normalization and differential expression computed with DESeq2. Data processing was performed according to the CLEAR workflow, which identifies reliably quantifiable transcripts in low-input RNA-seq for differentially expressed gene (DEG) transcripts using gene coverage profiles. MiXCR (v3.0.5) was used with default parameters except the rnaseq alignment was replaced with kaligner2 to identify preprocessed reads containing CDR3 regions from B-cell heavy, kappa, and lambda chains, generating a list of unique CDR3 sequences associated with their relative abundances and specific V(D)J gene usage. MiXCR then generates a list of unique CDR3 sequences associated with their relative abundances and specific V(D)J gene usage. To verify expression of the human MTCP1 and TCL1 transgene (hMTCP1 & hTCL1) in mice, transcript level abundances were estimated using Salmon with a modified gencode mouse reference that contained sequences from human MTCP1 and human TCL1 genes extracted from the grch38 human reference. Results & Conclusion: Across splenic B cells isolated from both Eµ-MTCP1 and Eµ-TCL1 mice there was prominent usage of distinct heavy chain BCR gene loci in each mouse analyzed. In contrast, wildtype mice exhibited high degree of variability in heavy chain V gene usage without dominant emergence of any gene, indicative of a heterogeneous mixture of splenic B cells. Similar patterns suggesting clonal leukemic populations were observed by kappa and lamba light chain usage. The complexity and aggressive nature of human CLL is often stratified by IGHV mutation status of the malignant B cell population. The most abundant tumorigenic clones isolated from spleens of Eµ-MTCP1 and Eµ-TCL1 mice both exhibited low mutational burden in IGHV, well below the threshold for classification as “mutated." The low mutational burden in this region is consistent with the aggressive, IGHV-unmutated, subtype of human CLL. Moreover, we aimed to determine the overall transcriptional profile of these monoclonal tumor cells and to establish relation to that of the CLL-like cells in Eµ-TCL1 mice. Principal component analysis of the global transcription profile revealed distinct clustering of Eµ-MTCP1 and Eµ-TCL1 tumor cell transcriptomes along PC2, with significant segregation from wildtype littermates across PC1. Analysis of the overall gene expression pattern between Eµ-MTCP1 and Eµ-TCL1 transgenic strains revealed a significant overlap in genes most variable from B cells of wildtype animals. A considerable degree of overlap in gene expression was noted when directly comparing Eµ-MTCP1 and Eµ-TCL1 expression profiles, with a total of only 92 of 27,054 analyzed genes having significant variation (p<0.001) from one transgenic model to the other.
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